How we work
From problem definition to verified delivery — the same four-step process behind every system on the work page, and the six ways an engagement usually starts.
[ A ] · The process
Four steps. Every engagement runs through all four.
01
Define the problem
Before anything is designed, we write down what we're actually solving.
- The business process the system needs to fit into
- Who the users are and what they need from it
- Constraints — technical, regulatory, operational
- The data involved and where it currently lives
- Integrations with systems already in place
- Success criteria, stated with numbers where possible
02
Build the blueprint
A written contract for what gets built, agreed before implementation starts.
- Solution architecture
- Delivery scope, and an explicit out-of-scope list
- Known risks, named rather than hidden
- Interfaces — what the system talks to, and how
- Acceptance criteria the finished system has to clear
03
Build and verify
AI-assisted engineering, checked by process rather than by trust.
- AI-assisted engineering against the agreed blueprint
- Automated tests written against the contract, not the code
- Independent review — a second pass, not the same author checking their own work
- Human approval before anything ships
04
Deploy and support
Release is a checkpoint, not the finish line.
- Launch preparation
- Documentation handed over with the system
- Release verification against the acceptance criteria
- Post-release observation — systems are wired into monitoring before they ship
- A support and handover model agreed in advance
That instrumentation runs through Pehredaar, the internal platform every system the factory ships is wired into before release — it watches our own shipped systems after they go live.
Independent verification, in practice
AdaptiveMind turned the same discipline inward — an independent audit of the factory’s own codebase scored it 62. The fixes that followed were re-verified at 94 and 95 by two independent reviewers, with 167/167 tests passing. The same rule applied there as everywhere else — the role that writes the code is never the role that certifies it.
[ B ] · Engagement model
Six ways an engagement usually starts.
For each path: what you bring, what we do, what you receive, and the decision that follows. Every path ends in a clear next step — not an open-ended retainer.
E/01
Discovery and solution blueprint
- You bring
- The problem, the current process, and any existing systems or constraints.
- We do
- Runs structured discovery and writes a blueprint — architecture, scope, risks, acceptance criteria.
- You receive
- A blueprint document and a scoped recommendation.
- Decision that follows
- Proceed to a pilot or full build, or stop with a clear no-go and no obligation.
E/02
Focused pilot or proof of value
- You bring
- A narrow, well-defined slice of the problem and access to test it against.
- We do
- Builds and verifies a working slice against agreed acceptance criteria.
- You receive
- A working pilot and an honest read on what a full build would take.
- Decision that follows
- Expand to production delivery, or stop — the pilot is the deliverable either way.
E/03
Production system delivery
- You bring
- An approved blueprint (from discovery or elsewhere) and a delivery timeline.
- We do
- Full build: test-first engineering, independent review, human approval before release.
- You receive
- A deployed, verified system with documentation and release verification.
- Decision that follows
- Move into a support arrangement, or take the system fully in-house.
E/04
Existing system automation or AI integration
- You bring
- A running system and the specific manual process or bottleneck to automate.
- We do
- Scopes an integration boundary, builds against the existing system's contracts, verifies nothing already working breaks.
- You receive
- The automation or integration, deployed and verified against the existing system.
- Decision that follows
- Extend the same pattern elsewhere, or close the engagement.
E/05
Architecture review and recovery of stalled projects
- You bring
- A stalled or troubled codebase and a description of where it broke down.
- We do
- Independent architecture review — what's salvageable, what isn't, and why it stalled.
- You receive
- A written assessment and a recommended path: recover, rebuild, or stop.
- Decision that follows
- Proceed with recovery under a new blueprint, or stop with a clear diagnosis in hand.
E/06
Not yet confirmedOngoing operational support
- You bring
- A live system, delivered by AdaptiveMind or reviewed by us.
- We do
- Availability to be confirmed.
- You receive
- Availability to be confirmed.
- Decision that follows
- Availability to be confirmed.
We’re still deciding what this looks like in practice. If you need this, ask — we’ll tell you honestly whether we can support it yet.
[ C ] · Pricing
Engagements are scoped after a short technical discovery. You receive a clear recommendation, delivery boundary, and next-step proposal before work begins.
Typical first engagement: discovery and blueprint.
[ D ] · After you contact us
A reply within 48 hours.
We read every message. The reply you get within 48 hours is one of three things:
A clear yes
We can take this on, and here's the first concrete step.
A clear no
This isn't a fit for us right now, said plainly instead of left hanging.
A sharper question
We need one more detail before we can give an honest yes or no.
[ E ] · Start a project
Bring us the problem. We’ll tell you where it fits above.
Not sure which path fits? Say so in the brief — figuring that out is part of the first reply, not something you need to know before you write in.