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6
years on the market
73%
new clients come from referrals
510+
finished projects
80+
software engineers
Services we offer
- 01Business Analytics
> DATA-FIRST DECISIONS <
Business analytics means turning raw events, transactions, and logs into reports, dashboards, and models people actually use. It is about building an analytics layer that keeps metrics consistent across tools and teams. Dallas companies face common problems: unclear performance numbers, manual Excel processes that eat hours every week, slow reporting cycles, and inconsistent data across departments. When sales says one thing and finance says another, trust erodes. Why does this matter here? Dallas operates in a fast-moving economy with volatile costs and shifting demand. Faster planning cycles and budget clarity let organizations react instead of scramble. The ability to adapt quickly when conditions change separates companies that grow from those that stall.
- Data model design and metric definitions ensuring consistency across teams
- Executive and team dashboards for daily use with embedded analytics
- Forecasting for revenue, demand, and capacity planning
- Automated reporting to replace manual spreadsheets
- Analytics documentation and knowledge transfer
> TRACKING THAT ENABLES GROWTH <
What happens when you need new metrics next quarter? Many analytics projects fail after launch because rigid designs cannot accommodate change. SoftDoes keeps business analytics in Dallas adaptable as products, pricing, and teams evolve. We design tracking and data models using modular approaches like star schemas. New questions can be answered without rebuilding everything. Schema-on-read approaches in tools like Snowflake allow queries on evolving data structures without downtime.
- Analytics change management planning with phased rollouts
- Metric lifecycle and versioning approach similar to Git for data schemas
- Onboarding for new team members in Dallas via interactive training
- Support for experiments and A/B tests with statistical significance calculators
- 02IT Consulting
> STRUCTURED IT CONSULTING <
IT consulting at SoftDoes focuses on helping Dallas organizations understand their current analytics landscape before adding complexity. Dallas firms average eight or more BI tools according to industry data. That sprawl creates confusion, duplicate work, and unclear data ownership. We review architecture, integrations, and workflows through assessments like data lineage mapping. Pre-proposal audits identify redundancies and propose rationalization roadmaps with clear timelines. For example, retiring legacy QlikView in favor of Power BI has cut costs by 30 percent for similar organizations. Dallas teams gain a roadmap: what to keep, what to retire, and what to build next. This is advisory services with action orientation, delivering Gantt charts for phased migrations and explicit next steps.
- System architecture and integration review with diagrams
- Analytics and reporting tooling evaluation for speed and cost
- Roadmap for short and long-term improvements prioritizing quick wins
- Vendor and stack rationalization with total cost of ownership scoring
- Risk, reliability, and security considerations including GDPR and CCPA compliance
- 03Digital Transformation
> DIGITAL TRANSFORMATION WITH REAL METRICS <
Digital transformation moves manual or fragmented work into connected digital systems guided by analytics. Dallas organizations use this to unify customer, operations, and financial data into a shared view that supports data driven decision making. SoftDoes uses process mining tools like Celonis to map current states and quantify gaps. We measure transformation via KPIs like process cycle time reductions rather than guessing impact. Typical outcomes include fewer manual handoffs, better visibility across departments, and faster iteration on workflows. We design transformations to fit how teams already work, avoiding rigid templates that ignore operational efficiency realities.
- Current-state mapping using BPMN diagrams and gap analysis
- Digital workflows aligned with key metrics and OKRs
- Analytics for each stage of new processes tracking adoption
- Legacy tool consolidation and migration to data lakes
- Change enablement focused on data literacy through workshops
- 04Product Management & Product Ownership
> PRODUCT LEADERSHIP ROOTED IN DATA <
Product management and product ownership mean guiding what to build, when to build it, and why. Decisions should come from analytics and user signals, not assumptions. Dallas teams often lack time to combine customer input, analytics data, and technical constraints into a clear roadmap. SoftDoes steps in to define outcomes, prioritize work using RICE scoring informed by cohort retention data, and keep delivery aligned with measurable goals. We treat analytics as a core product feature, not an afterthought. This means product development includes instrumentation from day one and clear communication with leaders, operations, and engineering about what metrics matter.
- Outcome-based product roadmaps linked to north-star metrics
- Backlog prioritization using AARRR funnel analytics
- Feature impact measurement through increment experiments
- Stakeholder alignment dashboards showing progress
- Continuous discovery with user interviews and feedback loops
- 05Database Design & Development
> DATABASES BUILT FOR ANALYTICS <
Database design and development means structuring data so analytics stays fast, accurate, and maintainable. Many systems are optimized for transactional use, which leads to slow dashboards and complex queries when reporting needs grow. This solves issues like conflicting numbers from different sources, missing historical data, and painful exports. We modernize existing databases using change data capture to minimize downtime. Dallas teams keep current operations running while data warehousing improvements happen in parallel. Performance, data governance, and security stay shared priorities throughout.
- Schema design optimized for BI tools and slicing
- Data warehouse and data mart creation for specific use cases
- Historical data migration and cleaning using Great Expectations
- Performance tuning with indexes for sub-second analytics queries
- Backup, recovery, and role-based access control planning
- 06Code Audits
> CLEAR CODE AUDITS <
Code audits are detailed reviews of existing software, integrations, and analytics logic. Business analytics in Dallas often depends on code that calculates metrics, sends events, and moves data between systems. When that code has bugs, numbers lie. SoftDoes audits uncover patterns like silent data loss, off-by-one errors in funnel calculations, inconsistent logic across services, and fragile integrations. We deliver written findings with SonarQube reports and prioritized fix recommendations. Audits can cover a single critical system or an entire analytics stack. The goal is a comprehensive analysis that lets you trust your data again.
- Code quality and reliability assessment with coverage metrics
- Tracking and event implementation review validating data collection
- Security and data handling checks for PII and compliance
- Scalability and performance findings under realistic load
- Step-by-step remediation plan with Jira tickets and PRs
> DATA-FIRST DECISIONS <
Business analytics means turning raw events, transactions, and logs into reports, dashboards, and models people actually use. It is about building an analytics layer that keeps metrics consistent across tools and teams. Dallas companies face common problems: unclear performance numbers, manual Excel processes that eat hours every week, slow reporting cycles, and inconsistent data across departments. When sales says one thing and finance says another, trust erodes. Why does this matter here? Dallas operates in a fast-moving economy with volatile costs and shifting demand. Faster planning cycles and budget clarity let organizations react instead of scramble. The ability to adapt quickly when conditions change separates companies that grow from those that stall.
- Data model design and metric definitions ensuring consistency across teams
- Executive and team dashboards for daily use with embedded analytics
- Forecasting for revenue, demand, and capacity planning
- Automated reporting to replace manual spreadsheets
- Analytics documentation and knowledge transfer
> TRACKING THAT ENABLES GROWTH <
What happens when you need new metrics next quarter? Many analytics projects fail after launch because rigid designs cannot accommodate change. SoftDoes keeps business analytics in Dallas adaptable as products, pricing, and teams evolve. We design tracking and data models using modular approaches like star schemas. New questions can be answered without rebuilding everything. Schema-on-read approaches in tools like Snowflake allow queries on evolving data structures without downtime.
- Analytics change management planning with phased rollouts
- Metric lifecycle and versioning approach similar to Git for data schemas
- Onboarding for new team members in Dallas via interactive training
- Support for experiments and A/B tests with statistical significance calculators
PRODUCTS BUILT ACROSS INDUSTRIES
Finance
Systems handling real money require accuracy and auditability. Business analytics in Dallas supports risk tracking and regulatory reporting with clear audit trails. SoftDoes builds reporting layers using real-time streams.
Healthcare
Data privacy and reliability are crucial in clinical environments. Business analytics supports patient flow, scheduling, and performance tracking. Custom software aligns with EHRs like Epic while maintaining HIPAA compliance.
Education
Platforms must scale users, content, and outcomes. Business analytics in Dallas tracks engagement, progress, and performance. Data science supports cohort analysis and program effectiveness.
Construction
Projects span field sites and offices. Business analytics aids schedules, budgets, and resource planning. Digital transformation connects field data with office systems.
Technology
Complex systems need advanced tools for usage, performance, and growth insights. Business analytics turns raw data into actionable product decisions. API integration enables comprehensive analysis.
Startups
Early-stage companies need scalable analytics foundations. Business analytics helps Dallas startups focus on effective metrics for leadership and investors.
Compliance
Controls, traceability, and change management define regulated systems. Business analytics supports audits, evidence collection, and approvals. IT consulting designs systems around logs, permissions, and repeatable processes.
Energy
Long timelines and high stakes characterize infrastructure operations. Business analytics tracks assets, performance, and reliability across Dallas and beyond.
Transparency at each stage
Discovery & Alignment
We audit your infrastructure and goals to find technical debt and create a clear, scalable transformation roadmap.
Technical Strategy
Senior engineers select optimal stacks and patterns, ensuring architectural reasoning for long-term scalability.
Iterative Development
Step-by-step solution detailing with regular demos of diagrams and docs to track every milestone as it happens.
Careful Validation
We conduct risk assessments and compliance audits to ensure the stability and viability of the future system.
Implementation Support
Full architectural oversight and team support during rollout to ensure precise execution of the designed vision.
Ready to see where your analytics stand?
We can review your current dashboards, metrics, and data sources in a first conversation. Whether you need a roadmap, an independent audit, or a full build, start with a discussion about your specific situation. Reach out to explore what better analytics could look like for your operations.
Numbers Don’t Lie
Recent projects showcasing how we design, engineer, and deliver production-ready software solutions.
- Finance
- Energy
Deepwater Insights
Deepwater Insights delivers proprietary alternative data and niche research on the offshore drilling and energy sector to institutional investors, family offices, and high-net-worth individuals who require coverage that larger firms don't provide.- 100%Brand Continuity
- 2Platform Distribution
- 100%Paywall-Ready Content
- Real Estate
The building buyer
The Building Buyer is a Florida-based real estate investment firm co-founded by Dylan Troiano and Charles Hanlin. They acquire single-family, multifamily, and commercial properties across South Florida and beyond, with a focus on motivated seller opportunities.- 18Weekly hours saved
- 2+Years Ongoing partnership
- 1Fully owned Platform
- Education
- Non-Profit
WOVEN & NICE
Woven is a Spring Valley, NY nonprofit running the NICE program (New Training Inclusive Community Environment) in four Rockland County schools. Their team supports students through restorative practices, mediation, and professional development for teachers and administrators.- 4Schools Served
- 4Weeks to Launch
- 1STTime on Upwork
- Healthcare
CareInTouch
CareInTouch is a Bay Area home health agency providing skilled nursing and therapy services to patients referred from hospitals and clinics. With over 100 staff, they operate in one of the most complex and compliance-driven healthcare markets in the country.- 40% Reduction In Billing Errors
- 100+Staff Operations Managed
- 0Missed Compliance Deadlines
- Startup
Sparkle The Cleaning Service
Sparkle The Cleaning Service is a Detroit-area residential cleaning company with 10 years in business, connecting homeowners with vetted, insured independent cleaners through a subscription-based marketplace platform.- 75% Platform Transparency
- 2XPlatform Growth
- 40%Higher User Retention
- Startup
DineMate
DineMate is a Maryland-based dating and connecting platform built around verified profiles, restaurant reservations, and prepaid dining experiences. Founded to bring back authenticity to how people meet and connect.- 60% Time Saved
- 99%System Reliability
- 40%Higher User Retention
- Healthcare
Prior Authorization AI
Prior Authorization AI is a healthcare automation startup building AI-powered tools to streamline prior authorization for Medicare and Medicaid medical transportation providers in New Jersey.- 16Weekly hours saved
- 63%Admin time reduced
- 43%Fewer submission errors
- Education
Grand Central Language Services
Grand Central Language Services provides translation and interpretation for organizations operating in complex, multilingual environments. As demand grew, internal workflows became harder to manage. SoftDoes built a custom platform to streamline coordination, improve visibility, and support scalable operations.- 72%Workflow Reduction
- 48%Coordination Reduction
- 83%Visibility Increase
- Healthcare
FMY Orthodontics
FMY Orthodontics, a multi-location practice in West Tennessee, partnered with SoftDoes to replace a spreadsheet-based financial workflow with a custom web platform. The goal was to simplify how staff present treatment financing while allowing patients and families to review and complete decisions remotely.- 60%Workflow Reduction
- 75%Remote Adoption
- 5Locations Aligned
FORBIDDEN ALCHEMY
Forbidden Alchemy is a Shopify-based e-commerce store created for a bold, underground fashion brand rooted in metalcore and occult aesthetics. The goal was to deliver a high-impact online experience that reflects the brand’s dark identity while providing smooth, conversion-focused shopping for mobile-first users.- 68%Faster Checkout
- 41%Repeat Customers
- 35%Cart Abandonment
Bokeyno Motorsports
Bokeyno Motorsports is the leading mobile installer of vertical doors for high-performance cars. This Shopify website isn’t just about services—it’s a bold statement of power, style, and expertise. With a sharp layout, strong visuals, and real-world case studies, the site delivers all the information car enthusiasts need to book confidently and instantly.- 54%Booking Requests
- 43%Lead Conversion
- 32%Qualified Inquiries
ai document processing platform
A comprehensive talent solution designed to help companies attract, hire, and retain top talent more effectively. The platform combines AI-powered recruitment technology with employee financial wellbeing programs, enabling smarter hiring decisions while supporting employees’ financial stability and long-term engagement.- 62%Faster Processing Time
- 78%Less Manual Work
- 35%Improved Accuracy
WHAT IT WAS LIKE TO BUILD TOGETHER
Direct feedback from founders and product owners – including our partners right here in Dallas, TX – after shipping, scaling, and maintaining real production systems.
WHAT CHANGED IN PRACTICE
Clients didn’t stay because of promises. They stayed because delivery became predictable, ownership was clear, and the product kept moving forward after launch.
- 01Direct Access to Senior Engineers
Work directly with senior engineers building your business analytics systems. Communication happens via shared Slack channels and regular calls, not through layers of account managers. This ensures clear requirements, from metric definitions to dashboard behavior and data blending rules. Questions about Power BI or data model changes get answered in hours, not days. SoftDoes maintains stable teams; engineers who start your project finish it. Every interaction refines the analytics solution based on what we learn together.
- 02Predictable Delivery
SoftDoes delivers business analytics work in clear increments: data connector week one, model changes week two, dashboards week three, validation week four. Each step has expected outcomes and dates. Leaders can plan launches and reviews around reliable schedules. We discuss scope changes explicitly to avoid surprises. This predictability helps Dallas teams coordinate analytics with fiscal quarters and operational rollouts.
- 03Built to Last Past Launch
We design analytics systems to scale as data volume and users grow. Launch marks the start, not the end. Metrics, pipelines, and dashboards are thoroughly documented for easy maintenance and extension. Architectures use microservices and cloud-native patterns that scale without rewrites. Dallas companies get assets they can own and evolve, with code following industry standards and no fragile prototypes.
- 04No Babysitting Required
SoftDoes advances business analytics work proactively without constant client reminders. We come prepared with options, tradeoffs, and impact estimates. Day-to-day coordination happens internally; leaders receive clear updates without chasing status. Our proactive approach surfaces issues before they block progress. This lets Dallas teams focus on business strategy and operations while we manage execution details.
Frequently Asked Questions
HOW IS COMMUNICATION HANDLED FOR BUSINESS ANALYTICS PROJECTS?
A PROJECT MANAGER leads communication for Dallas business analytics work. The PM handles updates, scope discussions, timelines, and risk tracking in a central place like Notion. Engineers join planning and review sessions to keep technical details accurate. This means decisions about metric definitions, dashboard logic, or data pipeline changes do not get lost in translation between business and technical teams. Decisions are written down. Reporting rules and metric specifications stay consistent because they live in shared documentation. Dallas clients choose their preferred channels: email, chat, or regular video calls work equally well.
WHAT TYPES OF BUSINESS ANALYTICS PROJECTS FIT SOFTDOES?
Good fits include ongoing products, analytics platforms, and systems that support daily operations in Dallas. We handle new builds from greenfield and modernization of existing analytics and reporting systems. Projects can be short or long. What matters is that they need thoughtful software and data work, not just quick chart generation. Especially strong fits are analytics efforts that must keep evolving after launch, like self service analytics platforms or cross-team metrics systems. We adapt our approach for early-stage ideas where requirements are still forming and mature systems that need careful migration or extension.
DO YOU PROVIDE INDEPENDENT ANALYTICS AUDITS OR ONLY END-TO-END CONSULTING?
SoftDoes offers standalone audits of business analytics systems in Dallas. Audits can cover data models, pipelines, dashboards, tracking implementation, and data governance practices. We can stop at findings and recommendations if you prefer to implement changes with your own team. Reports are specific, with ranked issues and clear next steps. We also provide end-to-end consulting when clients want us to execute improvements. The choice depends on your internal capacity and preferences.
HOW DO YOU HANDLE SCOPE AND CHANGES IN BUSINESS ANALYTICS WORK?
Projects start from an agreed scope covering data sources, metrics, outputs, and timelines. This clarity prevents confusion about what each phase delivers. When new needs appear, we discuss them transparently with Dallas stakeholders. Each change request gets estimated for effort and impact before approval. We update timelines and priorities explicitly instead of hiding extra work or cutting corners elsewhere. This keeps budgets and expectations stable. Many clients appreciate avoiding surprises more than they appreciate aggressive initial estimates that slip later.
DO YOU PROVIDE IMPLEMENTATION OVERSIGHT AFTER THE ANALYTICS STRATEGY IS READY?
SoftDoes can stay involved to oversee implementation of a business analytics strategy in Dallas. This bridges the gap between strategy documents and real systems. We review pull requests, dashboards, and data changes to ensure they match the original plan. When internal teams or external vendors handle implementation, we coordinate and validate quality. Oversight can be light-touch check-ins or hands-on daily involvement depending on your internal capacity. This approach ensures that insightful reports and interactive dashboards actually get built the way they were designed, with the accuracy and performance expected.
WILL WE OWN THE CODE AND IP FOR OUR BUSINESS ANALYTICS SYSTEMS?
Yes. Dallas clients own 100 percent of code, assets, and intellectual property from day one. Repositories, infrastructure configurations, and documentation live in client-controlled accounts. We avoid lock-in patterns that make it hard to move to an internal team later. Any third-party tools are licensed directly to the client whenever possible. Google Analytics accounts, Power BI workspaces, and similar services stay under your control. This approach lets Dallas companies treat their business analytics systems as core assets that empower businesses over the long term.
WHAT MAKES SOFTDOES DIFFERENT FROM A TYPICAL AGENCY FOR BUSINESS ANALYTICS?
Senior engineers lead delivery, not account managers or junior resources. Communication is direct. Long-term thinking shapes every decision about architecture and implementation. We design analytics systems to be extended, not just delivered and forgotten. The full path from event tracking to decisions in meetings matters to us. Visual analytics and big data capabilities mean nothing if the numbers cannot be trusted or the dashboards are too slow to use. SoftDoes focuses on clarity and maintainability. Dallas clients get a partner that asks hard questions about what should be measured and why before building anything.
HOW DO YOU PRICE BUSINESS ANALYTICS PROJECTS IN DALLAS?
Pricing aligns with scope, complexity, and expected outcomes. We prefer clear phases so Dallas teams know what each stage costs and delivers. Engagements can use fixed-price phases for well-defined work or ongoing arrangements for evolving projects. We focus on long-term value, like reduced manual work, better decisions, and revenue growth, not just initial build cost. Estimates are transparent. Assumptions about data volume, complexity data, and integration needs are made visible so you understand what drives pricing.
How I Built SoftDoes. From Solo Developer to Custom Software Development Company
In 2019, I was a freelance software engineer working from a small apartment in Ukraine. Today, I lead SoftDoes, a 70+ person AI focused custom software development company headquartered in Kansas City, Missouri. This is the story of how I built it, project by project, client by client, through a war and across continents.
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