Deterministic execution.
AI judgment.
Human sign-off.
DigiPrime designs and builds agentic automation for small businesses whose growth is capped by manual, fragmented operations, not by demand. Every system follows the same rule: code executes, AI judges, and a person approves anything that actually leaves the building.
01 / APPROACH
Three layers, one rule: judgment and execution never share a step.
The instructions
Plain-language SOPs that define the objective, the required inputs, and how edge cases get handled, written the way you'd brief a new hire, not a spec sheet.
The decision-maker
Reads the workflow, sequences the right tools, handles failures, and asks when something's genuinely ambiguous. Judgment calls only, never the execution itself.
The execution
Deterministic scripts that do the actual work: API calls, data transforms, sends. Consistent and testable, so the same input always produces the same output.
02 / PROOF
Built and run in production, not mocked up for a pitch.
Self-healing automation monitoring
Three scheduled automations had silently never been switched on, no crash, no error, just silence. Built a twice-daily audit that catches a missing schedule, a dead process, or a run that produced nothing, fixes what's mechanical, and escalates what needs a human.
Human-in-the-loop email automation
An AI drafts, a person approves or edits over a chat message, and only deterministic code, not the model, decides whether anything actually sends. Two real bugs were caught and fixed during live testing; both are documented, not hidden.
Automated KPI reporting
A live small business gets an accurate morning KPI snapshot with zero AI in the calculation path. Metrics it can't compute are reported as missing, never estimated. No hallucinated numbers reach a real business decision.
03 / SECURITY
Most AI-built automation ships with the defaults wide open. Ours checks, twice a day.
Vibe-coded systems tend to share the same blind spots: hardcoded credentials sitting in source (CWE-798), dependencies carrying known CVEs nobody's tracking (OWASP A06:2021, Vulnerable and Outdated Components), and wide-open network defaults left over from a debug session (OWASP A05, Security Misconfiguration). None of it shows up in a demo. All of it shows up the day someone actually tests it.
Secrets never touch source
Config loads from a gitignored .env, never hardcoded. Every check scans for secret-shaped patterns: API keys, private keys, bot tokens, the CWE-798 class, closed by default.
Dependencies get watched
Automated dependency auditing (pip-audit) against the CVE database (OWASP A06:2021) on a schedule, not read once at build time and forgotten.
Nothing listens that shouldn't
Inbound exposure checked explicitly for unauthenticated listeners and stray 0.0.0.0 binds, OWASP A05, closed before it ships, not discovered after.
A human decides, not a script
Alert-only by design, fail-safe over fail-open. A real finding always goes to a judgment call, never a silent auto-fix.
04 / FIT
For owners still doing the operational work themselves.
| Coaches & consultants | High inbound DM/email volume, scheduling-heavy, usually solo or a tiny team with no one to triage it. |
| Real estate | Agents and property managers where lead-response speed is the whole game and manual follow-up is the biggest leak. |
| Healthcare & wellness | Appointment reminders, intake forms, and patient follow-up that are repetitive, rule-based, and currently done by hand. |
| Financial servicesPhase 2 | A high-retainer niche worth pursuing once more proof exists in this vertical specifically. |
05 / ENGAGE
Clarity first. Commitment only if the plan earns it.
Process audit + automation roadmap
A fixed-scope engagement: map your current manual workflows, identify where an agentic system replaces the highest-leverage work, and hand over a concrete implementation roadmap. Low commitment, high clarity.
Implementation retainer
Ongoing build-out and operation of the agreed automation: intake and triage, CRM integration, AI-assisted drafting with human approval, status tracking, only entered into if the Phase 1 roadmap makes sense to you.
Tell me about the manual work eating your week.
No obligation past the audit. You're buying clarity first, not a retainer.