Where most ai agents projects fall short.
Off-the-shelf and rushed builds stumble in the same few places. Here's what we build around.
Great demo, unreliable in production
Prototypes that dazzle once but can't be trusted at scale or under real load.
Confident hallucinations
Models that invent answers and citations with no way to catch them before users do.
Disconnected from your data
Generic chatbots that answer from public data, not your business's actual knowledge.
No measure of accuracy
Systems shipped with no evaluation, so quality is anyone's guess after launch.
What we build it for.
Common ways teams put our ai agents work to use.
Chatbots & copilots
Assistants grounded in your data, not the public web.
- RAG over your documents and knowledge base
- Citations on every answer
- Escalates to a human the moment it's unsure
Workflow automation
Agents that complete multi-step work end to end.
- Chain tools and APIs into one reliable flow
- Human-in-the-loop checkpoints for sensitive steps
- Full run logs for audit and debugging
Document & data extraction
Turn unstructured documents into structured data.
- Extract fields, tables, and clauses at scale
- Validation and confidence scoring on every result
- Plugs straight into your existing systems
What's included.
Everything that ships with a ai agents engagement no surprises, no upsells.
Tailored language models fine-tuned on your data for domain-specific accuracy.
- Foundation models fine-tuned or prompt-engineered on your own data.
- Guardrails and output validation that keep responses on-brand and safe.
- Cost and latency tuned with caching and smart model routing.
How we deliver.
A clear, four-stage path from first conversation to a shipped product.
Use Case Mapping
Identify the highest-value automation opportunities and define measurable outcomes.
Model Selection
Select and configure the right foundation model and retrieval strategy for your context.
Integration Build
Connect agents to your existing data sources, APIs, and business workflows.
Evaluate & Iterate
Continuous evaluation against accuracy benchmarks with automated retraining cycles.
Tools built for longevity.
We pick technologies backed by strong communities and proven in production at scale, so your product stays maintainable long after launch.
OpenAI
Python
Node.js
TypeScript
Docker
AWS
MongoDB
Redis
GCPValue at every stage.
From first concept to post-launch growth, here's what working with us actually delivers.
Faster time to market
Lean scoping and weekly releases get you live in weeks, not quarters.
Built to scale
Architecture and infrastructure that hold up from your first user to your millionth.
You own everything
Clean, documented code and full IP, handed over in full no black boxes, no lock-in.
Designed to convert
Interfaces tuned around the numbers that move your business, not just how they look.
Production-grade quality
Tested, monitored, and performance-budgeted before a single thing ships.
One accountable team
Strategy, design, and engineering under one roof, talking to you directly.
Selected ai agents work.
Real products we've shipped in this space.
SokratequeAI research with cited, verifiable sources.
G-FacilityAI-driven ITSM for modern IT teams.
Harbinger AIConversational AI for competitor and market intelligence.
EazyConnectionsAI prospect intelligence with 200M+ contacts.
StrideIQAI fitness coaching synced to wearables.
AI Travel PlatformAI travel planning with smart itineraries.
Everything you need to know.
Common questions before we get started.
Can't find what you're looking for? Reach out directly.
Project-based suits a clearly-defined build with a fixed scope and price. Dedicated developer ($1,200–$1,500/mo) is best for ongoing work where you want a full-time engineer embedded in your team. Hourly (from $14/hr) fits smaller tasks or ad-hoc support. We'll recommend the right fit on a free discovery call.
Which pricing model is right for me?
Project-based suits a clearly-defined build with a fixed scope and price. Dedicated developer ($1,200–$1,500/mo) is best for ongoing work where you want a full-time engineer embedded in your team. Hourly (from $14/hr) fits smaller tasks or ad-hoc support. We'll recommend the right fit on a free discovery call.
What happens if the project scope changes?
We flag scope changes before any work starts no silent overages. For project-based engagements we'll quote the change up front so you decide; on dedicated or hourly plans, new work simply rolls into the ongoing schedule. You're always in control of the budget.
Are there any hidden fees?
None. The price we agree on is the price you pay. No setup fees, no surprise add-ons, no markup on third-party services we pass those through at cost and tell you about them in advance.
How does billing and payment work?
Project-based work is billed against agreed milestones, so you pay as deliverables land. Dedicated developer plans are billed monthly, and hourly work is invoiced with a transparent weekly time report. We accept international payments and can work with your preferred method.
Can I switch or scale my plan later?
Yes there's no lock-in. Start hourly and move to a dedicated developer as the work grows, or scale your team up and down month to month. We'll adjust the engagement to match where your product is.
Do you provide post-launch support?
Absolutely. We offer ongoing maintenance, bug fixes, performance monitoring, and feature iterations after launch. Dedicated developer plans include continuous support as part of the package; project-based builds come with a post-launch support window.
Ready to build your ai agents?
Tell us what you're building. We'll come back with a clear plan, a timeline, and the team to ship it.
